Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 180268 |
| Missing cells | 11 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 23.4 MiB |
| Average record size in memory | 136.0 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 5 |
| DateTime | 2 |
Reproduction
| Analysis started | 2025-03-27 23:07:31.493598 |
|---|---|
| Analysis finished | 2025-03-27 23:07:44.963084 |
| Duration | 13.47 seconds |
| Software version | ydata-profiling vv4.12.2 |
| Download configuration | config.json |
Variables
ID_Equipo
Real number (ℝ)
| Distinct | 500 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 247.98524 |
| Minimum | 1 |
|---|---|
| Maximum | 500 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 27 |
| Q1 | 123 |
| median | 245 |
| Q3 | 373 |
| 95-th percentile | 474 |
| Maximum | 500 |
| Range | 499 |
| Interquartile range (IQR) | 250 |
Descriptive statistics
| Standard deviation | 144.01723 |
|---|---|
| Coefficient of variation (CV) | 0.5807492 |
| Kurtosis | -1.2115979 |
| Mean | 247.98524 |
| Median Absolute Deviation (MAD) | 125 |
| Skewness | 0.026268111 |
| Sum | 44703803 |
| Variance | 20740.962 |
| Monotonicity | Increasing |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 236 | 792 | 0.4% |
| 493 | 780 | 0.4% |
| 49 | 702 | 0.4% |
| 98 | 690 | 0.4% |
| 470 | 675 | 0.4% |
| 15 | 650 | 0.4% |
| 37 | 650 | 0.4% |
| 331 | 638 | 0.4% |
| 338 | 625 | 0.3% |
| 90 | 621 | 0.3% |
| Other values (490) | 173445 |
| Value | Count | Frequency (%) |
| 1 | 330 | |
| 2 | 528 | |
| 3 | 228 | |
| 4 | 441 | |
| 5 | 252 | |
| 6 | 456 | |
| 7 | 260 | |
| 8 | 240 | |
| 9 | 240 | |
| 10 | 182 | 0.1% |
| Value | Count | Frequency (%) |
| 500 | 1 | < 0.1% |
| 499 | 225 | 0.1% |
| 498 | 525 | |
| 497 | 230 | 0.1% |
| 496 | 288 | 0.2% |
| 495 | 320 | |
| 494 | 240 | 0.1% |
| 493 | 780 | |
| 492 | 320 | |
| 491 | 230 | 0.1% |
Tipo_Equipo
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Transformador | |
|---|---|
| Motor | |
| Compresor | |
| Generador |
Length
| Max length | 13 |
|---|---|
| Median length | 9 |
| Mean length | 9.0138904 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Compresor |
|---|---|
| 2nd row | Compresor |
| 3rd row | Compresor |
| 4th row | Compresor |
| 5th row | Compresor |
Common Values
| Value | Count | Frequency (%) |
| Transformador | 46916 | |
| Motor | 46290 | |
| Compresor | 44554 | |
| Generador | 42508 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| transformador | 46916 | |
| motor | 46290 | |
| compresor | 44554 | |
| generador | 42508 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 361162 | |
| o | 318028 | |
| a | 136340 | 8.4% |
| e | 129570 | 8.0% |
| s | 91470 | 5.6% |
| m | 91470 | 5.6% |
| n | 89424 | 5.5% |
| d | 89424 | 5.5% |
| T | 46916 | 2.9% |
| f | 46916 | 2.9% |
| Other values (5) | 224196 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1624916 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 361162 | |
| o | 318028 | |
| a | 136340 | 8.4% |
| e | 129570 | 8.0% |
| s | 91470 | 5.6% |
| m | 91470 | 5.6% |
| n | 89424 | 5.5% |
| d | 89424 | 5.5% |
| T | 46916 | 2.9% |
| f | 46916 | 2.9% |
| Other values (5) | 224196 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1624916 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 361162 | |
| o | 318028 | |
| a | 136340 | 8.4% |
| e | 129570 | 8.0% |
| s | 91470 | 5.6% |
| m | 91470 | 5.6% |
| n | 89424 | 5.5% |
| d | 89424 | 5.5% |
| T | 46916 | 2.9% |
| f | 46916 | 2.9% |
| Other values (5) | 224196 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1624916 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 361162 | |
| o | 318028 | |
| a | 136340 | 8.4% |
| e | 129570 | 8.0% |
| s | 91470 | 5.6% |
| m | 91470 | 5.6% |
| n | 89424 | 5.5% |
| d | 89424 | 5.5% |
| T | 46916 | 2.9% |
| f | 46916 | 2.9% |
| Other values (5) | 224196 |
Fabricante
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| ABB | |
|---|---|
| Schneider | |
| GE | |
| Siemens |
Length
| Max length | 9 |
|---|---|
| Median length | 7 |
| Mean length | 5.254166 |
| Min length | 2 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Siemens |
|---|---|
| 2nd row | Siemens |
| 3rd row | Siemens |
| 4th row | Siemens |
| 5th row | Siemens |
Common Values
| Value | Count | Frequency (%) |
| ABB | 47250 | |
| Schneider | 47161 | |
| GE | 44008 | |
| Siemens | 41849 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| abb | 47250 | |
| schneider | 47161 | |
| ge | 44008 | |
| siemens | 41849 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 178020 | |
| B | 94500 | |
| n | 89010 | |
| S | 89010 | |
| i | 89010 | |
| A | 47250 | 5.0% |
| h | 47161 | 5.0% |
| c | 47161 | 5.0% |
| d | 47161 | 5.0% |
| r | 47161 | 5.0% |
| Other values (4) | 171714 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 947158 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 178020 | |
| B | 94500 | |
| n | 89010 | |
| S | 89010 | |
| i | 89010 | |
| A | 47250 | 5.0% |
| h | 47161 | 5.0% |
| c | 47161 | 5.0% |
| d | 47161 | 5.0% |
| r | 47161 | 5.0% |
| Other values (4) | 171714 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 947158 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 178020 | |
| B | 94500 | |
| n | 89010 | |
| S | 89010 | |
| i | 89010 | |
| A | 47250 | 5.0% |
| h | 47161 | 5.0% |
| c | 47161 | 5.0% |
| d | 47161 | 5.0% |
| r | 47161 | 5.0% |
| Other values (4) | 171714 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 947158 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 178020 | |
| B | 94500 | |
| n | 89010 | |
| S | 89010 | |
| i | 89010 | |
| A | 47250 | 5.0% |
| h | 47161 | 5.0% |
| c | 47161 | 5.0% |
| d | 47161 | 5.0% |
| r | 47161 | 5.0% |
| Other values (4) | 171714 |
Modelo
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 1.4 MiB |
| Y200 | |
|---|---|
| X100 | |
| Z300 | |
| M400 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Z300 |
|---|---|
| 2nd row | Z300 |
| 3rd row | Z300 |
| 4th row | Z300 |
| 5th row | Z300 |
Common Values
| Value | Count | Frequency (%) |
| Y200 | 51421 | |
| X100 | 45473 | |
| Z300 | 44757 | |
| M400 | 38617 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| y200 | 51421 | |
| x100 | 45473 | |
| z300 | 44757 | |
| m400 | 38617 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 360536 | |
| Y | 51421 | 7.1% |
| 2 | 51421 | 7.1% |
| X | 45473 | 6.3% |
| 1 | 45473 | 6.3% |
| Z | 44757 | 6.2% |
| 3 | 44757 | 6.2% |
| M | 38617 | 5.4% |
| 4 | 38617 | 5.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 721072 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 360536 | |
| Y | 51421 | 7.1% |
| 2 | 51421 | 7.1% |
| X | 45473 | 6.3% |
| 1 | 45473 | 6.3% |
| Z | 44757 | 6.2% |
| 3 | 44757 | 6.2% |
| M | 38617 | 5.4% |
| 4 | 38617 | 5.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 721072 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 360536 | |
| Y | 51421 | 7.1% |
| 2 | 51421 | 7.1% |
| X | 45473 | 6.3% |
| 1 | 45473 | 6.3% |
| Z | 44757 | 6.2% |
| 3 | 44757 | 6.2% |
| M | 38617 | 5.4% |
| 4 | 38617 | 5.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 721072 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 360536 | |
| Y | 51421 | 7.1% |
| 2 | 51421 | 7.1% |
| X | 45473 | 6.3% |
| 1 | 45473 | 6.3% |
| Z | 44757 | 6.2% |
| 3 | 44757 | 6.2% |
| M | 38617 | 5.4% |
| 4 | 38617 | 5.4% |
Potencia_kW
Real number (ℝ)
| Distinct | 477 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2470.801 |
| Minimum | 75 |
|---|---|
| Maximum | 4990 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 75 |
|---|---|
| 5-th percentile | 269 |
| Q1 | 1250 |
| median | 2390 |
| Q3 | 3762 |
| 95-th percentile | 4806 |
| Maximum | 4990 |
| Range | 4915 |
| Interquartile range (IQR) | 2512 |
Descriptive statistics
| Standard deviation | 1442.0588 |
|---|---|
| Coefficient of variation (CV) | 0.58364019 |
| Kurtosis | -1.1560843 |
| Mean | 2470.801 |
| Median Absolute Deviation (MAD) | 1217 |
| Skewness | 0.11078435 |
| Sum | 4.4540636 × 108 |
| Variance | 2079533.5 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2157 | 1082 | 0.6% |
| 194 | 1007 | 0.6% |
| 3778 | 976 | 0.5% |
| 1706 | 904 | 0.5% |
| 4932 | 865 | 0.5% |
| 3935 | 815 | 0.5% |
| 100 | 792 | 0.4% |
| 953 | 780 | 0.4% |
| 633 | 729 | 0.4% |
| 4624 | 710 | 0.4% |
| Other values (467) | 171608 |
| Value | Count | Frequency (%) |
| 75 | 528 | |
| 91 | 396 | |
| 100 | 792 | |
| 131 | 567 | |
| 132 | 162 | 0.1% |
| 154 | 270 | 0.1% |
| 163 | 506 | |
| 182 | 504 | |
| 183 | 255 | 0.1% |
| 187 | 169 | 0.1% |
| Value | Count | Frequency (%) |
| 4990 | 320 | 0.2% |
| 4989 | 195 | 0.1% |
| 4980 | 396 | |
| 4978 | 336 | 0.2% |
| 4966 | 306 | 0.2% |
| 4948 | 522 | |
| 4944 | 540 | |
| 4940 | 306 | 0.2% |
| 4932 | 865 | |
| 4929 | 275 | 0.2% |
Horas_Recomendadas_Revision
Real number (ℝ)
| Distinct | 488 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5334.0576 |
| Minimum | 509 |
|---|---|
| Maximum | 9988 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 509 |
|---|---|
| 5-th percentile | 1100 |
| Q1 | 3105 |
| median | 5328 |
| Q3 | 7713 |
| 95-th percentile | 9489 |
| Maximum | 9988 |
| Range | 9479 |
| Interquartile range (IQR) | 4608 |
Descriptive statistics
| Standard deviation | 2729.143 |
|---|---|
| Coefficient of variation (CV) | 0.51164482 |
| Kurtosis | -1.2478442 |
| Mean | 5334.0576 |
| Median Absolute Deviation (MAD) | 2319 |
| Skewness | -0.047832283 |
| Sum | 9.615599 × 108 |
| Variance | 7448221.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4455 | 1098 | 0.6% |
| 9335 | 1044 | 0.6% |
| 9660 | 861 | 0.5% |
| 7529 | 851 | 0.5% |
| 6355 | 844 | 0.5% |
| 7358 | 840 | 0.5% |
| 547 | 826 | 0.5% |
| 3183 | 814 | 0.5% |
| 7685 | 792 | 0.4% |
| 3630 | 780 | 0.4% |
| Other values (478) | 171518 |
| Value | Count | Frequency (%) |
| 509 | 273 | 0.2% |
| 535 | 441 | |
| 547 | 826 | |
| 565 | 240 | 0.1% |
| 587 | 414 | |
| 601 | 380 | |
| 665 | 506 | |
| 684 | 441 | |
| 692 | 408 | |
| 695 | 396 |
| Value | Count | Frequency (%) |
| 9988 | 300 | |
| 9958 | 340 | |
| 9954 | 619 | |
| 9920 | 460 | |
| 9887 | 260 | |
| 9876 | 550 | |
| 9859 | 182 | 0.1% |
| 9839 | 323 | |
| 9819 | 462 | |
| 9789 | 209 | 0.1% |
ID_Orden
Real number (ℝ)
| Distinct | 10000 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4991.8178 |
| Minimum | 1 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 498 |
| Q1 | 2483 |
| median | 4986 |
| Q3 | 7493 |
| 95-th percentile | 9503 |
| Maximum | 10000 |
| Range | 9999 |
| Interquartile range (IQR) | 5010 |
Descriptive statistics
| Standard deviation | 2890.227 |
|---|---|
| Coefficient of variation (CV) | 0.57899289 |
| Kurtosis | -1.2013275 |
| Mean | 4991.8178 |
| Median Absolute Deviation (MAD) | 2505 |
| Skewness | 0.0039861842 |
| Sum | 8.9986002 × 108 |
| Variance | 8353412.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9150 | 31 | < 0.1% |
| 8200 | 31 | < 0.1% |
| 8163 | 31 | < 0.1% |
| 7700 | 31 | < 0.1% |
| 8112 | 31 | < 0.1% |
| 7501 | 31 | < 0.1% |
| 7319 | 31 | < 0.1% |
| 6925 | 31 | < 0.1% |
| 6970 | 31 | < 0.1% |
| 1974 | 31 | < 0.1% |
| Other values (9990) | 179957 |
| Value | Count | Frequency (%) |
| 1 | 13 | |
| 2 | 14 | |
| 3 | 24 | |
| 4 | 16 | |
| 5 | 17 | |
| 6 | 21 | |
| 7 | 21 | |
| 8 | 18 | |
| 9 | 12 | |
| 10 | 13 |
| Value | Count | Frequency (%) |
| 10000 | 21 | |
| 9999 | 14 | |
| 9998 | 19 | |
| 9997 | 20 | |
| 9996 | 27 | |
| 9995 | 21 | |
| 9994 | 15 | |
| 9993 | 20 | |
| 9992 | 22 | |
| 9991 | 17 |
Fecha_Ordenes
Date
| Distinct | 10000 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.4 MiB |
| Minimum | 2020-01-01 00:00:00 |
|---|---|
| Maximum | 2021-02-20 15:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Tipo_Mantenimiento
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.4 MiB |
| Preventivo | |
|---|---|
| Correctivo |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Preventivo |
|---|---|
| 2nd row | Preventivo |
| 3rd row | Preventivo |
| 4th row | Preventivo |
| 5th row | Preventivo |
Common Values
| Value | Count | Frequency (%) |
| Preventivo | 90837 | |
| Correctivo | 89430 | |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| preventivo | 90837 | |
| correctivo | 89430 |
Most occurring characters
| Value | Count | Frequency (%) |
| v | 271104 | |
| e | 271104 | |
| o | 269697 | |
| r | 269697 | |
| i | 180267 | |
| t | 180267 | |
| P | 90837 | 5.0% |
| n | 90837 | 5.0% |
| C | 89430 | 5.0% |
| c | 89430 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1802670 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| v | 271104 | |
| e | 271104 | |
| o | 269697 | |
| r | 269697 | |
| i | 180267 | |
| t | 180267 | |
| P | 90837 | 5.0% |
| n | 90837 | 5.0% |
| C | 89430 | 5.0% |
| c | 89430 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1802670 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| v | 271104 | |
| e | 271104 | |
| o | 269697 | |
| r | 269697 | |
| i | 180267 | |
| t | 180267 | |
| P | 90837 | 5.0% |
| n | 90837 | 5.0% |
| C | 89430 | 5.0% |
| c | 89430 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1802670 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| v | 271104 | |
| e | 271104 | |
| o | 269697 | |
| r | 269697 | |
| i | 180267 | |
| t | 180267 | |
| P | 90837 | 5.0% |
| n | 90837 | 5.0% |
| C | 89430 | 5.0% |
| c | 89430 | 5.0% |
Costo_Mantenimiento
Real number (ℝ)
| Distinct | 9873 |
|---|---|
| Distinct (%) | 5.5% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5047.4041 |
| Minimum | 101.51 |
|---|---|
| Maximum | 9998.08 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 101.51 |
|---|---|
| 5-th percentile | 573.85 |
| Q1 | 2558.45 |
| median | 5054.7241 |
| Q3 | 7499.55 |
| 95-th percentile | 9507.75 |
| Maximum | 9998.08 |
| Range | 9896.57 |
| Interquartile range (IQR) | 4941.1 |
Descriptive statistics
| Standard deviation | 2858.6005 |
|---|---|
| Coefficient of variation (CV) | 0.56635063 |
| Kurtosis | -1.19032 |
| Mean | 5047.4041 |
| Median Absolute Deviation (MAD) | 2474.0159 |
| Skewness | -0.012417328 |
| Sum | 9.0988039 × 108 |
| Variance | 8171596.8 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5054.724115 | 536 | 0.3% |
| 5255.835064 | 470 | 0.3% |
| 5823.96 | 50 | < 0.1% |
| 4004.46 | 48 | < 0.1% |
| 7910.63 | 46 | < 0.1% |
| 2957.17 | 46 | < 0.1% |
| 5622.62 | 45 | < 0.1% |
| 4719.74 | 44 | < 0.1% |
| 7433.6 | 44 | < 0.1% |
| 5132.81 | 44 | < 0.1% |
| Other values (9863) | 178894 |
| Value | Count | Frequency (%) |
| 101.51 | 14 | |
| 104.41 | 19 | |
| 104.5 | 19 | |
| 104.85 | 10 | < 0.1% |
| 105.54 | 26 | |
| 105.63 | 22 | |
| 105.65 | 23 | |
| 107.38 | 21 | |
| 109.85 | 14 | |
| 109.95 | 10 | < 0.1% |
| Value | Count | Frequency (%) |
| 9998.08 | 18 | |
| 9995.14 | 22 | |
| 9994.73 | 25 | |
| 9994.59 | 18 | |
| 9993.47 | 20 | |
| 9992.88 | 15 | |
| 9991.96 | 14 | |
| 9991.82 | 25 | |
| 9991.49 | 15 | |
| 9991.48 | 18 |
Duracion_Horas
Real number (ℝ)
| Distinct | 47 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.925133 |
| Minimum | 1 |
|---|---|
| Maximum | 47 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 12 |
| median | 24 |
| Q3 | 36 |
| 95-th percentile | 45 |
| Maximum | 47 |
| Range | 46 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 13.594612 |
|---|---|
| Coefficient of variation (CV) | 0.56821466 |
| Kurtosis | -1.1894061 |
| Mean | 23.925133 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.0013999604 |
| Sum | 4312912 |
| Variance | 184.81346 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=47)
| Value | Count | Frequency (%) |
| 23 | 4282 | 2.4% |
| 5 | 4259 | 2.4% |
| 3 | 4203 | 2.3% |
| 20 | 4184 | 2.3% |
| 30 | 4153 | 2.3% |
| 29 | 4118 | 2.3% |
| 25 | 4106 | 2.3% |
| 2 | 4083 | 2.3% |
| 4 | 4068 | 2.3% |
| 47 | 4047 | 2.2% |
| Other values (37) | 138764 |
| Value | Count | Frequency (%) |
| 1 | 3736 | |
| 2 | 4083 | |
| 3 | 4203 | |
| 4 | 4068 | |
| 5 | 4259 | |
| 6 | 4038 | |
| 7 | 3978 | |
| 8 | 3374 | |
| 9 | 3494 | |
| 10 | 3731 |
| Value | Count | Frequency (%) |
| 47 | 4047 | |
| 46 | 4005 | |
| 45 | 3895 | |
| 44 | 3723 | |
| 43 | 3776 | |
| 42 | 3267 | |
| 41 | 3847 | |
| 40 | 3899 | |
| 39 | 3658 | |
| 38 | 3704 |
Ubicacion
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.4 MiB |
| Planta Este | |
|---|---|
| Planta Sur | |
| Planta Oeste | |
| Planta Norte |
Length
| Max length | 12 |
|---|---|
| Median length | 11 |
| Mean length | 11.23281 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Planta Oeste |
|---|---|
| 2nd row | Planta Oeste |
| 3rd row | Planta Oeste |
| 4th row | Planta Oeste |
| 5th row | Planta Oeste |
Common Values
| Value | Count | Frequency (%) |
| Planta Este | 46145 | |
| Planta Sur | 46077 | |
| Planta Oeste | 44191 | |
| Planta Norte | 43854 | |
| (Missing) | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| planta | 180267 | |
| este | 46145 | 12.8% |
| sur | 46077 | 12.8% |
| oeste | 44191 | 12.3% |
| norte | 43854 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 360534 | |
| t | 314457 | |
| P | 180267 | |
| l | 180267 | |
| n | 180267 | |
| 180267 | ||
| e | 178381 | |
| s | 90336 | 4.5% |
| r | 89931 | 4.4% |
| E | 46145 | 2.3% |
| Other values (5) | 224053 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2024905 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 360534 | |
| t | 314457 | |
| P | 180267 | |
| l | 180267 | |
| n | 180267 | |
| 180267 | ||
| e | 178381 | |
| s | 90336 | 4.5% |
| r | 89931 | 4.4% |
| E | 46145 | 2.3% |
| Other values (5) | 224053 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2024905 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 360534 | |
| t | 314457 | |
| P | 180267 | |
| l | 180267 | |
| n | 180267 | |
| 180267 | ||
| e | 178381 | |
| s | 90336 | 4.5% |
| r | 89931 | 4.4% |
| E | 46145 | 2.3% |
| Other values (5) | 224053 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2024905 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 360534 | |
| t | 314457 | |
| P | 180267 | |
| l | 180267 | |
| n | 180267 | |
| 180267 | ||
| e | 178381 | |
| s | 90336 | 4.5% |
| r | 89931 | 4.4% |
| E | 46145 | 2.3% |
| Other values (5) | 224053 |
ID_Registro
Real number (ℝ)
| Distinct | 9000 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4504.5059 |
| Minimum | 1 |
|---|---|
| Maximum | 9000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 459 |
| Q1 | 2253 |
| median | 4510 |
| Q3 | 6758 |
| 95-th percentile | 8550.7 |
| Maximum | 9000 |
| Range | 8999 |
| Interquartile range (IQR) | 4505 |
Descriptive statistics
| Standard deviation | 2598.2514 |
|---|---|
| Coefficient of variation (CV) | 0.57681162 |
| Kurtosis | -1.2017778 |
| Mean | 4504.5059 |
| Median Absolute Deviation (MAD) | 2252 |
| Skewness | -0.00077442096 |
| Sum | 8.1201377 × 108 |
| Variance | 6750910.2 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 5275 | 33 | < 0.1% |
| 5170 | 33 | < 0.1% |
| 4151 | 33 | < 0.1% |
| 7054 | 33 | < 0.1% |
| 3459 | 33 | < 0.1% |
| 3719 | 33 | < 0.1% |
| 3427 | 33 | < 0.1% |
| 8857 | 33 | < 0.1% |
| 2847 | 33 | < 0.1% |
| 646 | 33 | < 0.1% |
| Other values (8990) | 179937 |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 20 | |
| 3 | 13 | |
| 4 | 22 | |
| 5 | 29 | |
| 6 | 26 | |
| 7 | 22 | |
| 8 | 15 | |
| 9 | 24 | |
| 10 | 19 |
| Value | Count | Frequency (%) |
| 9000 | 16 | |
| 8999 | 22 | |
| 8998 | 21 | |
| 8997 | 21 | |
| 8996 | 16 | |
| 8995 | 16 | |
| 8994 | 20 | |
| 8993 | 19 | |
| 8992 | 26 | |
| 8991 | 16 |
Fecha_Registros
Date
| Distinct | 9000 |
|---|---|
| Distinct (%) | 5.0% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 1.4 MiB |
| Minimum | 2020-01-01 00:00:00 |
|---|---|
| Maximum | 2021-01-09 23:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
Histogram with fixed size bins (bins=50)
Temperatura_C
Real number (ℝ)
| Distinct | 5909 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 99.593918 |
| Minimum | 50.06 |
|---|---|
| Maximum | 149.99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 50.06 |
|---|---|
| 5-th percentile | 55.09 |
| Q1 | 74.42 |
| median | 99.49 |
| Q3 | 124.83 |
| 95-th percentile | 145.01 |
| Maximum | 149.99 |
| Range | 99.93 |
| Interquartile range (IQR) | 50.41 |
Descriptive statistics
| Standard deviation | 28.882249 |
|---|---|
| Coefficient of variation (CV) | 0.29000013 |
| Kurtosis | -1.2076461 |
| Mean | 99.593918 |
| Median Absolute Deviation (MAD) | 25.18 |
| Skewness | 0.022328308 |
| Sum | 17953497 |
| Variance | 834.18429 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 102.6451011 | 578 | 0.3% |
| 136.92 | 132 | 0.1% |
| 70.86 | 125 | 0.1% |
| 131.6 | 119 | 0.1% |
| 96.71 | 113 | 0.1% |
| 83.96 | 110 | 0.1% |
| 94.76 | 109 | 0.1% |
| 74.74 | 107 | 0.1% |
| 96.64 | 106 | 0.1% |
| 57.43 | 106 | 0.1% |
| Other values (5899) | 178662 |
| Value | Count | Frequency (%) |
| 50.06 | 20 | < 0.1% |
| 50.09 | 64 | |
| 50.15 | 42 | |
| 50.16 | 15 | < 0.1% |
| 50.17 | 24 | < 0.1% |
| 50.18 | 17 | < 0.1% |
| 50.19 | 13 | < 0.1% |
| 50.2 | 29 | |
| 50.21 | 19 | < 0.1% |
| 50.22 | 54 |
| Value | Count | Frequency (%) |
| 149.99 | 16 | |
| 149.98 | 26 | |
| 149.97 | 16 | |
| 149.96 | 20 | |
| 149.95 | 23 | |
| 149.88 | 38 | |
| 149.87 | 17 | |
| 149.8 | 13 | < 0.1% |
| 149.78 | 18 | |
| 149.75 | 35 |
Vibracion_mm_s
Real number (ℝ)
| Distinct | 492 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.5685823 |
| Minimum | 0.1 |
|---|---|
| Maximum | 5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.34 |
| Q1 | 1.32 |
| median | 2.57 |
| Q3 | 3.83 |
| 95-th percentile | 4.76 |
| Maximum | 5 |
| Range | 4.9 |
| Interquartile range (IQR) | 2.51 |
Descriptive statistics
| Standard deviation | 1.4215532 |
|---|---|
| Coefficient of variation (CV) | 0.55343883 |
| Kurtosis | -1.2161375 |
| Mean | 2.5685823 |
| Median Absolute Deviation (MAD) | 1.25 |
| Skewness | -0.015550859 |
| Sum | 463030.62 |
| Variance | 2.0208134 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 4.2 | 672 | 0.4% |
| 4.77 | 607 | 0.3% |
| 0.64 | 590 | 0.3% |
| 3.89 | 580 | 0.3% |
| 4.09 | 576 | 0.3% |
| 2.82 | 555 | 0.3% |
| 0.66 | 554 | 0.3% |
| 2.13 | 545 | 0.3% |
| 1.12 | 543 | 0.3% |
| 1.88 | 541 | 0.3% |
| Other values (482) | 174504 |
| Value | Count | Frequency (%) |
| 0.1 | 215 | |
| 0.11 | 360 | |
| 0.12 | 393 | |
| 0.13 | 453 | |
| 0.14 | 259 | |
| 0.15 | 513 | |
| 0.16 | 399 | |
| 0.17 | 347 | |
| 0.18 | 384 | |
| 0.19 | 460 |
| Value | Count | Frequency (%) |
| 5 | 161 | 0.1% |
| 4.99 | 304 | |
| 4.98 | 274 | |
| 4.97 | 312 | |
| 4.96 | 215 | |
| 4.95 | 431 | |
| 4.94 | 497 | |
| 4.93 | 403 | |
| 4.92 | 344 | |
| 4.91 | 369 |
Horas_Operativas
Real number (ℝ)
| Distinct | 8575 |
|---|---|
| Distinct (%) | 4.8% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 50069.115 |
| Minimum | 46 |
|---|---|
| Maximum | 99991 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.4 MiB |
Quantile statistics
| Minimum | 46 |
|---|---|
| 5-th percentile | 5089 |
| Q1 | 25091 |
| median | 50064 |
| Q3 | 75201 |
| 95-th percentile | 94635 |
| Maximum | 99991 |
| Range | 99945 |
| Interquartile range (IQR) | 50110 |
Descriptive statistics
| Standard deviation | 28772.455 |
|---|---|
| Coefficient of variation (CV) | 0.57465475 |
| Kurtosis | -1.1985392 |
| Mean | 50069.115 |
| Median Absolute Deviation (MAD) | 25063 |
| Skewness | -0.01641922 |
| Sum | 9.0258092 × 109 |
| Variance | 8.2785415 × 108 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 50058.92667 | 815 | 0.5% |
| 72401 | 71 | < 0.1% |
| 3932 | 67 | < 0.1% |
| 54525 | 65 | < 0.1% |
| 87945 | 64 | < 0.1% |
| 97022 | 62 | < 0.1% |
| 35299 | 62 | < 0.1% |
| 33614 | 61 | < 0.1% |
| 58318 | 60 | < 0.1% |
| 62420 | 58 | < 0.1% |
| Other values (8565) | 178882 |
| Value | Count | Frequency (%) |
| 46 | 20 | |
| 96 | 22 | |
| 99 | 21 | |
| 102 | 17 | |
| 131 | 19 | |
| 135 | 14 | |
| 140 | 24 | |
| 142 | 23 | |
| 145 | 15 | |
| 174 | 15 |
| Value | Count | Frequency (%) |
| 99991 | 28 | |
| 99987 | 13 | |
| 99971 | 18 | |
| 99954 | 19 | |
| 99953 | 14 | |
| 99952 | 25 | |
| 99945 | 17 | |
| 99926 | 21 | |
| 99897 | 19 | |
| 99896 | 16 |
Interactions
Correlations
| Costo_Mantenimiento | Duracion_Horas | Fabricante | Horas_Operativas | Horas_Recomendadas_Revision | ID_Equipo | ID_Orden | ID_Registro | Modelo | Potencia_kW | Temperatura_C | Tipo_Equipo | Tipo_Mantenimiento | Ubicacion | Vibracion_mm_s | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Costo_Mantenimiento | 1.000 | -0.006 | 0.032 | -0.001 | 0.001 | -0.029 | 0.003 | -0.000 | 0.040 | -0.001 | -0.000 | 0.027 | 0.009 | 0.026 | -0.000 |
| Duracion_Horas | -0.006 | 1.000 | 0.023 | -0.000 | -0.013 | 0.015 | 0.017 | 0.002 | 0.029 | -0.004 | 0.001 | 0.026 | 0.030 | 0.027 | 0.004 |
| Fabricante | 0.032 | 0.023 | 1.000 | 0.021 | 0.117 | 0.150 | 0.026 | 0.027 | 0.059 | 0.128 | 0.028 | 0.082 | 0.017 | 0.023 | 0.039 |
| Horas_Operativas | -0.001 | -0.000 | 0.021 | 1.000 | 0.016 | -0.010 | 0.004 | -0.003 | 0.038 | -0.007 | 0.005 | 0.026 | 0.004 | 0.000 | -0.002 |
| Horas_Recomendadas_Revision | 0.001 | -0.013 | 0.117 | 0.016 | 1.000 | -0.018 | -0.017 | -0.009 | 0.127 | -0.056 | 0.008 | 0.132 | 0.023 | 0.030 | 0.001 |
| ID_Equipo | -0.029 | 0.015 | 0.150 | -0.010 | -0.018 | 1.000 | 0.014 | 0.015 | 0.144 | 0.009 | 0.005 | 0.145 | 0.041 | 0.037 | -0.014 |
| ID_Orden | 0.003 | 0.017 | 0.026 | 0.004 | -0.017 | 0.014 | 1.000 | -0.003 | 0.030 | 0.002 | -0.001 | 0.029 | 0.023 | 0.028 | 0.001 |
| ID_Registro | -0.000 | 0.002 | 0.027 | -0.003 | -0.009 | 0.015 | -0.003 | 1.000 | 0.032 | -0.014 | -0.006 | 0.031 | 0.000 | 0.000 | -0.006 |
| Modelo | 0.040 | 0.029 | 0.059 | 0.038 | 0.127 | 0.144 | 0.030 | 0.032 | 1.000 | 0.152 | 0.033 | 0.062 | 0.017 | 0.019 | 0.027 |
| Potencia_kW | -0.001 | -0.004 | 0.128 | -0.007 | -0.056 | 0.009 | 0.002 | -0.014 | 0.152 | 1.000 | 0.000 | 0.127 | 0.043 | 0.025 | -0.001 |
| Temperatura_C | -0.000 | 0.001 | 0.028 | 0.005 | 0.008 | 0.005 | -0.001 | -0.006 | 0.033 | 0.000 | 1.000 | 0.024 | 0.000 | 0.000 | -0.005 |
| Tipo_Equipo | 0.027 | 0.026 | 0.082 | 0.026 | 0.132 | 0.145 | 0.029 | 0.031 | 0.062 | 0.127 | 0.024 | 1.000 | 0.011 | 0.020 | 0.032 |
| Tipo_Mantenimiento | 0.009 | 0.030 | 0.017 | 0.004 | 0.023 | 0.041 | 0.023 | 0.000 | 0.017 | 0.043 | 0.000 | 0.011 | 1.000 | 0.006 | 0.000 |
| Ubicacion | 0.026 | 0.027 | 0.023 | 0.000 | 0.030 | 0.037 | 0.028 | 0.000 | 0.019 | 0.025 | 0.000 | 0.020 | 0.006 | 1.000 | 0.002 |
| Vibracion_mm_s | -0.000 | 0.004 | 0.039 | -0.002 | 0.001 | -0.014 | 0.001 | -0.006 | 0.027 | -0.001 | -0.005 | 0.032 | 0.000 | 0.002 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
Sample
| ID_Equipo | Tipo_Equipo | Fabricante | Modelo | Potencia_kW | Horas_Recomendadas_Revision | ID_Orden | Fecha_Ordenes | Tipo_Mantenimiento | Costo_Mantenimiento | Duracion_Horas | Ubicacion | ID_Registro | Fecha_Registros | Temperatura_C | Vibracion_mm_s | Horas_Operativas | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 28.0 | 2020-01-02 03:00:00 | 93.80 | 0.70 | 80054.0 |
| 1 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 482.0 | 2020-01-21 01:00:00 | 102.99 | 2.31 | 74797.0 |
| 2 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 1479.0 | 2020-03-02 14:00:00 | 145.97 | 1.57 | 95240.0 |
| 3 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 1805.0 | 2020-03-16 04:00:00 | 147.18 | 2.49 | 6872.0 |
| 4 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 2591.0 | 2020-04-17 22:00:00 | 58.93 | 3.54 | 28186.0 |
| 5 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 2650.0 | 2020-04-20 09:00:00 | 57.43 | 3.02 | 38658.0 |
| 6 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 2743.0 | 2020-04-24 06:00:00 | 62.16 | 0.32 | 19985.0 |
| 7 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 3716.0 | 2020-06-03 19:00:00 | 106.12 | 1.40 | 59768.0 |
| 8 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 4650.0 | 2020-07-12 17:00:00 | 103.16 | 0.51 | 24317.0 |
| 9 | 1 | Compresor | Siemens | Z300 | 3429.0 | 7725 | 799.0 | 2020-02-03 06:00:00 | Preventivo | 404.72 | 37.0 | Planta Oeste | 4929.0 | 2020-07-24 08:00:00 | 70.10 | 4.41 | 97100.0 |
| ID_Equipo | Tipo_Equipo | Fabricante | Modelo | Potencia_kW | Horas_Recomendadas_Revision | ID_Orden | Fecha_Ordenes | Tipo_Mantenimiento | Costo_Mantenimiento | Duracion_Horas | Ubicacion | ID_Registro | Fecha_Registros | Temperatura_C | Vibracion_mm_s | Horas_Operativas | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 180258 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 5750.0 | 2020-08-27 13:00:00 | 86.02 | 1.18 | 22695.0 |
| 180259 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 6095.0 | 2020-09-10 22:00:00 | 62.67 | 2.41 | 77284.0 |
| 180260 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 6151.0 | 2020-09-13 06:00:00 | 86.83 | 2.10 | 78950.0 |
| 180261 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 6159.0 | 2020-09-13 14:00:00 | 54.58 | 0.80 | 9149.0 |
| 180262 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 7180.0 | 2020-10-26 03:00:00 | 62.18 | 2.60 | 41317.0 |
| 180263 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 7445.0 | 2020-11-06 04:00:00 | 65.47 | 0.61 | 11466.0 |
| 180264 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 7613.0 | 2020-11-13 04:00:00 | 88.84 | 0.88 | 58159.0 |
| 180265 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 7631.0 | 2020-11-13 22:00:00 | 146.08 | 0.70 | 46817.0 |
| 180266 | 499 | Motor | Siemens | Y200 | 3155.0 | 932 | 8598.0 | 2020-12-24 05:00:00 | Preventivo | 4446.64 | 18.0 | Planta Sur | 7902.0 | 2020-11-25 05:00:00 | 100.30 | 4.03 | 57567.0 |
| 180267 | 500 | Transformador | GE | M400 | 2001.0 | 2031 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |